{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "initial_id",
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "ea96ca67",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import sys\n",
    "import yaml\n",
    "import torch\n",
    "import torch_scatter\n",
    "import alphashape\n",
    "import numpy as np\n",
    "from torch import nn\n",
    "from tqdm import tqdm\n",
    "from shapely.geometry import Point\n",
    "from argparse import ArgumentParser, Namespace\n",
    "\n",
    "os.environ[\"CUDA_VISIBLE_DEVICES\"] = \"3\"\n",
    "sys.path.append(\"/data1/yang_liu/python_workspace/GSPL\")\n",
    "from internal.utils.gaussian_model_loader import GaussianModelLoader\n",
    "from internal.models.vanilla_gaussian import VanillaGaussian\n",
    "from internal.renderers.vanilla_renderer import VanillaRenderer\n",
    "from internal.utils.graphics_utils import fetch_ply\n",
    "from internal.utils.general_utils import inverse_sigmoid"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "691bf3dde3296bb6",
   "metadata": {},
   "outputs": [],
   "source": [
    "torch.set_grad_enabled(False)\n",
    "torch.set_printoptions(precision=16)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "6829b7fb",
   "metadata": {},
   "outputs": [],
   "source": [
    "def points_in_polygon(points: torch.Tensor, polygon: torch.Tensor) -> torch.Tensor:\n",
    "    \"\"\"\n",
    "    Determine whether each point in `points` is inside the polygon defined by `polygon`.\n",
    "\n",
    "    Args:\n",
    "        points (torch.Tensor): Tensor of shape (N, 2) representing N points (x, y).\n",
    "        polygon (torch.Tensor): Tensor of shape (M, 2) representing polygon vertices (x, y) in order.\n",
    "                                 The polygon does not have to be explicitly closed.\n",
    "\n",
    "    Returns:\n",
    "        torch.Tensor: A boolean tensor of shape (N,) where True indicates the point is inside the polygon.\n",
    "    \"\"\"\n",
    "    # Ensure the polygon is closed: repeat the first vertex at the end if needed.\n",
    "    if not torch.allclose(polygon[0], polygon[-1]):\n",
    "        polygon = torch.cat([polygon, polygon[:1]], dim=0)\n",
    "    \n",
    "    # Separate points into x and y coordinates: shape (N, 1)\n",
    "    x = points[:, 0:1]\n",
    "    y = points[:, 1:2]\n",
    "\n",
    "    # Separate polygon coordinates\n",
    "    poly_x = polygon[:, 0]\n",
    "    poly_y = polygon[:, 1]\n",
    "    \n",
    "    # Form segments of polygon edges; note that the polygon is already closed.\n",
    "    poly_x1 = poly_x[:-1]  # starting x for each edge\n",
    "    poly_y1 = poly_y[:-1]  # starting y for each edge\n",
    "    poly_x2 = poly_x[1:]   # ending x for each edge\n",
    "    poly_y2 = poly_y[1:]   # ending y for each edge\n",
    "\n",
    "    # Broadcast to compare each point with each edge. \n",
    "    # Condition for y: the y-coordinate of the point is between the y's of the segment's endpoints.\n",
    "    cond = ((poly_y1.unsqueeze(0) > y) != (poly_y2.unsqueeze(0) > y))\n",
    "\n",
    "    # Compute the x coordinate where the edge intersects the horizontal line at y.\n",
    "    # Handle division by zero carefully; since the condition already screens out horizontal lines \n",
    "    # (they would not contribute to an intersection) the division is valid.\n",
    "    x_intersect = poly_x1.unsqueeze(0) + (y - poly_y1.unsqueeze(0)) * (poly_x2.unsqueeze(0) - poly_x1.unsqueeze(0)) / (poly_y2.unsqueeze(0) - poly_y1.unsqueeze(0))\n",
    "    \n",
    "    # Check if the x coordinate of the point is to the left of this intersection.\n",
    "    intersections = (x < x_intersect)\n",
    "\n",
    "    # Count intersections across all edges for each point.\n",
    "    count = torch.sum(cond & intersections, dim=1)\n",
    "\n",
    "    # A point is inside if and only if the count of intersections is odd.\n",
    "    inside = (count % 2 == 1)\n",
    "    return inside\n",
    "\n",
    "\n",
    "def voxel_filtering_no_gt(voxel_size, xy_range, target_xyz, std_ratio=2.0):\n",
    "    assert len(xy_range) == 4, \"Unrecognized xy_range format\"\n",
    "    with torch.no_grad():\n",
    "\n",
    "        voxel_index = torch.div(torch.tensor(target_xyz[:, :2]).float() - xy_range[None, :2], voxel_size[None, :], rounding_mode='floor')\n",
    "        voxel_coords = voxel_index * voxel_size[None, :] + xy_range[None, :2] + voxel_size[None, :] / 2\n",
    "\n",
    "        new_coors, unq_inv, unq_cnt = torch.unique(voxel_coords, return_inverse=True, return_counts=True, dim=0)\n",
    "        feat_mean = torch_scatter.scatter(target_xyz[:, 2], unq_inv, dim=0, reduce='mean')\n",
    "        feat_std = torch_scatter.scatter_std(target_xyz[:, 2], unq_inv, dim=0)\n",
    "\n",
    "        mask = target_xyz[:, 2] > feat_mean[unq_inv] + std_ratio * feat_std[unq_inv]\n",
    "        # mask |= target_xyz[:, 2] < feat_mean[unq_inv] - std_ratio * feat_std[unq_inv]\n",
    "\n",
    "    return mask"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "2965e3c7",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "appearance group by camera id\n",
      "loading colmap 3D points\n",
      "down sample enabled\n",
      "[colmap dataparser] train set images: 500, val set images: 63, loaded mask: 0\n",
      "[WARNING depth scale of DJI_20231116105410_0018_Zenmuse-L1-mission.JPG out of bound]\n",
      "[WARNING depth scale of DJI_20231119114139_0028_Zenmuse-L1-mission.JPG out of bound]\n",
      "[WARNING depth scale of DJI_20231119114930_0060_Zenmuse-L1-mission.JPG out of bound]\n",
      "[WARNING depth scale of DJI_20231119114931_0061_Zenmuse-L1-mission.JPG out of bound]\n",
      "found 559 depth maps\n"
     ]
    }
   ],
   "source": [
    "data_path = \"../data/GauU_Scene/SMBU\"\n",
    "output_path = \"../outputs/citygsv2_smbu_sh2_trim\"\n",
    "ply_path = \"../data/GauU_Scene/SMBU/SMBU_ds_35.ply\"\n",
    "transform_path = \"../data/GauU_Scene/Downsampled/SMBU/transform.txt\"\n",
    "loadable_file = GaussianModelLoader.search_load_file(output_path)\n",
    "ckpt = torch.load(loadable_file, map_location=\"cpu\")\n",
    "vox_grid, std_ratio = 10, 3.0\n",
    "\n",
    "dataparser_config = ckpt[\"datamodule_hyper_parameters\"][\"parser\"]\n",
    "if data_path is not None:\n",
    "    data_path = data_path\n",
    "else:\n",
    "    data_path = ckpt[\"datamodule_hyper_parameters\"][\"path\"]\n",
    "dataparser_outputs = dataparser_config.instantiate(\n",
    "    path=data_path,\n",
    "    output_path=os.getcwd(),\n",
    "    global_rank=0,\n",
    ").get_outputs()\n",
    "\n",
    "cameras = dataparser_outputs.train_set.cameras"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "75608822",
   "metadata": {},
   "source": [
    "# 1. Get Polygon Bound"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "589c98d6",
   "metadata": {},
   "outputs": [],
   "source": [
    "device = torch.device(\"cuda\")\n",
    "bkgd_color = torch.tensor(ckpt[\"hyper_parameters\"][\"background_color\"], device=device)\n",
    "\n",
    "# load groundtruth point cloud and dataset\n",
    "model = VanillaGaussian(\n",
    "    sh_degree=3,\n",
    ").instantiate()\n",
    "pcd = fetch_ply(ply_path)\n",
    "model.setup_from_pcd(xyz=pcd.points, rgb=pcd.colors)\n",
    "model = model.to(\"cuda\")\n",
    "model._opacity = nn.Parameter(inverse_sigmoid(torch.ones((model.get_xyz.shape[0], 1), \n",
    "                                                            dtype=torch.float, device=\"cuda\") * 0.3))\n",
    "\n",
    "renderer = VanillaRenderer()\n",
    "renderer.setup(stage=\"val\")\n",
    "renderer = renderer.to(\"cuda\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "6a714547",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 500/500 [00:10<00:00, 45.53it/s]\n"
     ]
    }
   ],
   "source": [
    "# count visibility frequency\n",
    "dataset = dataparser_outputs.train_set\n",
    "bg_color=torch.tensor([0, 0, 0], dtype=torch.float, device=\"cuda\")\n",
    "with torch.no_grad():\n",
    "    visible_cnt = torch.zeros(model.get_xyz.shape[0], dtype=torch.long, device=\"cuda\")\n",
    "    for idx in tqdm(range(0, len(dataset.cameras))):\n",
    "        camera = dataset.cameras[idx].to_device(\"cuda\")\n",
    "        output = renderer(camera, model, bg_color=bg_color)\n",
    "        visible_cnt[output['visibility_filter']] += 1\n",
    "    xyz = np.float32(model.get_xyz.cpu().numpy())\n",
    "\n",
    "# load transformation matrix (align z axis to vertical direction)\n",
    "with open(transform_path, 'r') as f:\n",
    "    transform = np.float32(np.loadtxt(f))\n",
    "xyz_homo = np.concatenate([xyz[:, :3], np.ones_like(xyz[:, :1])], axis=-1)\n",
    "xyz = (xyz_homo @ np.linalg.inv(transform).T)[:, :3]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "f7a0f35c",
   "metadata": {},
   "outputs": [],
   "source": [
    "# generate alpha shape\n",
    "mask = visible_cnt.cpu().numpy() > 50\n",
    "hull = alphashape.alphashape(xyz[mask][::200, :2], alpha=2.0)\n",
    "if (hull.geom_type == 'MultiPolygon'):\n",
    "    # if MultiPolygon, take the smallest convex Polygon containing all the points in the object\n",
    "    hull = hull.convex_hull\n",
    "x, y = hull.exterior.xy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "bbb9a18f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "plt.figure()\n",
    "plt.scatter(xyz[::100, 0], xyz[::100, 1], s=0.05)\n",
    "# plt.scatter(dataset.cameras.camera_center[:, 0], dataset.cameras.camera_center[:, 1], s=0.1, c='r')\n",
    "# plt.plot(filtered_pcd[hull_list + [hull_list[0]], 0], filtered_pcd[hull_list + [hull_list[0]], 1], 'r-')\n",
    "plt.plot(x, y, 'bo')\n",
    "# plt.grid()\n",
    "plt.axis('equal')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "5e57b886",
   "metadata": {},
   "outputs": [],
   "source": [
    "ckpt = torch.load(loadable_file, map_location=\"cpu\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "caad833e",
   "metadata": {},
   "outputs": [],
   "source": [
    "model = GaussianModelLoader.initialize_model_from_checkpoint(\n",
    "    ckpt,\n",
    "    device=device,\n",
    ")\n",
    "model.freeze()\n",
    "model.pre_activate_all_properties()\n",
    "xyz_homo = torch.cat([model.get_xyz[:, :3], torch.ones_like(model.get_xyz[:, :1])], dim=-1)\n",
    "xyz = (xyz_homo @ torch.tensor(np.linalg.inv(transform).T, device=xyz_homo.device))[:, :3]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "2e85a6d3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0: (3.9884414672851562, 4.336952209472656)\n",
      "1: (4.126871585845947, 4.207327842712402)\n",
      "2: (4.217615604400635, 4.064425468444824)\n",
      "3: (4.256063461303711, 3.9492080211639404)\n",
      "4: (4.438923358917236, 3.6802194118499756)\n",
      "5: (4.820512294769287, 3.3152596950531006)\n",
      "6: (4.824588298797607, 3.299811840057373)\n",
      "7: (5.2113871574401855, 2.78580379486084)\n",
      "8: (5.216536998748779, 2.784987688064575)\n",
      "9: (5.481924057006836, 2.6861207485198975)\n",
      "10: (5.680516719818115, 2.1857500076293945)\n",
      "11: (5.670675277709961, 1.9817728996276855)\n",
      "12: (5.6698737144470215, 1.798307180404663)\n",
      "13: (5.654092311859131, 1.730568528175354)\n",
      "14: (5.649902820587158, 1.6962543725967407)\n",
      "15: (5.604102611541748, 1.3981462717056274)\n",
      "16: (5.606102466583252, 1.3799660205841064)\n",
      "17: (5.606070041656494, 1.2842110395431519)\n",
      "18: (5.602895736694336, 0.9186587333679199)\n",
      "19: (5.591551780700684, 0.8052390813827515)\n",
      "20: (5.597771167755127, 0.5393661856651306)\n",
      "21: (5.616523742675781, 0.42871910333633423)\n",
      "22: (5.674082279205322, 0.17765246331691742)\n",
      "23: (5.8349385261535645, -0.12715719640254974)\n",
      "24: (5.815955638885498, -0.3275381624698639)\n",
      "25: (5.410461902618408, -0.5929731130599976)\n",
      "26: (5.356564521789551, -0.931882917881012)\n",
      "27: (5.096987247467041, -1.4071402549743652)\n",
      "28: (5.152005195617676, -1.6853712797164917)\n",
      "29: (5.045677661895752, -1.8288811445236206)\n",
      "30: (4.639554977416992, -2.234539747238159)\n",
      "31: (4.435500621795654, -2.31878924369812)\n",
      "32: (4.268570899963379, -2.2880146503448486)\n",
      "33: (3.816382884979248, -2.518580436706543)\n",
      "34: (3.596053123474121, -2.520470142364502)\n",
      "35: (3.3398587703704834, -2.5566253662109375)\n",
      "36: (2.9045488834381104, -2.7298789024353027)\n",
      "37: (2.7151076793670654, -2.852651596069336)\n",
      "38: (2.2787699699401855, -3.020581007003784)\n",
      "39: (1.8546699285507202, -3.455249547958374)\n",
      "40: (1.6560139656066895, -3.547628164291382)\n",
      "41: (1.5701271295547485, -3.6064560413360596)\n",
      "42: (1.496275782585144, -3.6692676544189453)\n",
      "43: (1.3550701141357422, -3.9492194652557373)\n",
      "44: (1.0849801301956177, -4.26116943359375)\n",
      "45: (0.9825400114059448, -4.240128517150879)\n",
      "46: (0.8605021834373474, -4.237180233001709)\n",
      "47: (0.5621922016143799, -4.3147077560424805)\n",
      "48: (0.19839656352996826, -4.4538397789001465)\n",
      "49: (0.020356804132461548, -4.671803951263428)\n",
      "50: (0.009286701679229736, -4.67527437210083)\n",
      "51: (-0.013449639081954956, -4.6817779541015625)\n",
      "52: (-0.20067760348320007, -4.575362682342529)\n",
      "53: (-0.48617300391197205, -4.546191692352295)\n",
      "54: (-0.8351666927337646, -4.658055782318115)\n",
      "55: (-0.8802989721298218, -4.694636821746826)\n",
      "56: (-1.134447693824768, -4.8274149894714355)\n",
      "57: (-1.412237286567688, -4.975445747375488)\n",
      "58: (-1.4740166664123535, -4.993048191070557)\n",
      "59: (-1.649531364440918, -4.972832679748535)\n",
      "60: (-2.01534366607666, -4.9541521072387695)\n",
      "61: (-2.3233964443206787, -4.954203128814697)\n",
      "62: (-2.4767420291900635, -4.700026988983154)\n",
      "63: (-2.627920389175415, -4.605466365814209)\n",
      "64: (-2.8131823539733887, -4.510617256164551)\n",
      "65: (-2.8158280849456787, -4.42818021774292)\n",
      "66: (-2.8550169467926025, -4.1627702713012695)\n",
      "67: (-2.931002378463745, -3.809683084487915)\n",
      "68: (-2.9337024688720703, -3.7504148483276367)\n",
      "69: (-3.449305534362793, -3.283879280090332)\n",
      "70: (-3.668400764465332, -3.306878089904785)\n",
      "71: (-3.7072458267211914, -3.3178927898406982)\n",
      "72: (-3.810153007507324, -3.3107733726501465)\n",
      "73: (-3.9352736473083496, -3.2849693298339844)\n",
      "74: (-3.999805450439453, -3.2420732975006104)\n",
      "75: (-4.029460430145264, -3.175544500350952)\n",
      "76: (-4.088568210601807, -3.051185369491577)\n",
      "77: (-4.1947855949401855, -2.843482494354248)\n",
      "78: (-4.385337829589844, -2.65155029296875)\n",
      "79: (-4.48714017868042, -2.5155913829803467)\n",
      "80: (-4.657705783843994, -2.155498504638672)\n",
      "81: (-4.706027030944824, -2.0970585346221924)\n",
      "82: (-4.784299373626709, -1.9743684530258179)\n",
      "83: (-4.811532974243164, -1.6818212270736694)\n",
      "84: (-4.917593479156494, -1.4428259134292603)\n",
      "85: (-4.931355953216553, -1.1935465335845947)\n",
      "86: (-4.949650764465332, -1.0063645839691162)\n",
      "87: (-4.962777614593506, -0.8293259739875793)\n",
      "88: (-5.018275260925293, -0.6888739466667175)\n",
      "89: (-5.029843330383301, -0.5842041373252869)\n",
      "90: (-4.9408111572265625, -0.42470788955688477)\n",
      "91: (-4.914548397064209, -0.354606568813324)\n",
      "92: (-4.865152359008789, -0.18531212210655212)\n",
      "93: (-4.893477439880371, 0.26653027534484863)\n",
      "94: (-4.89660120010376, 0.5354456305503845)\n",
      "95: (-4.954790115356445, 0.6832823157310486)\n",
      "96: (-4.949005126953125, 0.6889607310295105)\n",
      "97: (-4.813662052154541, 0.7804524898529053)\n",
      "98: (-4.653365135192871, 1.0939850807189941)\n",
      "99: (-4.635768413543701, 1.158273458480835)\n",
      "100: (-4.625152587890625, 1.226327657699585)\n",
      "101: (-4.54003381729126, 1.6027936935424805)\n",
      "102: (-4.555471897125244, 1.6867073774337769)\n",
      "103: (-4.259767532348633, 1.8900909423828125)\n",
      "104: (-4.083510875701904, 1.9726512432098389)\n",
      "105: (-4.0209832191467285, 1.9797167778015137)\n",
      "106: (-3.5058207511901855, 2.375481605529785)\n",
      "107: (-3.4152767658233643, 2.600325584411621)\n",
      "108: (-3.3940110206604004, 2.7685184478759766)\n",
      "109: (-2.9465386867523193, 3.0601186752319336)\n",
      "110: (-2.792931079864502, 3.4033925533294678)\n",
      "111: (-1.9232409000396729, 3.3218882083892822)\n",
      "112: (-1.7842588424682617, 3.7360575199127197)\n",
      "113: (-1.8172707557678223, 4.03184175491333)\n",
      "114: (-1.7118322849273682, 4.090126991271973)\n",
      "115: (-1.5880978107452393, 4.216431617736816)\n",
      "116: (-1.0415735244750977, 4.301609992980957)\n",
      "117: (-0.7443175315856934, 4.179197311401367)\n",
      "118: (-0.4580130875110626, 4.195080757141113)\n",
      "119: (-0.3204261362552643, 4.240002632141113)\n",
      "120: (-0.16985145211219788, 4.279537677764893)\n",
      "121: (0.2850351929664612, 4.552356243133545)\n",
      "122: (0.6487636566162109, 4.893060207366943)\n",
      "123: (1.126992106437683, 4.9151482582092285)\n",
      "124: (1.3621243238449097, 5.086976528167725)\n",
      "125: (1.4663156270980835, 5.1105732917785645)\n",
      "126: (1.5073697566986084, 5.118611812591553)\n",
      "127: (1.8505796194076538, 5.1363677978515625)\n",
      "128: (1.901760458946228, 5.138482093811035)\n",
      "129: (2.017371654510498, 5.112624645233154)\n",
      "130: (2.432007074356079, 4.9460296630859375)\n",
      "131: (2.4846303462982178, 4.951859474182129)\n",
      "132: (2.688936471939087, 4.945855140686035)\n",
      "133: (2.901880979537964, 4.938349723815918)\n",
      "134: (3.1491541862487793, 4.8122758865356445)\n",
      "135: (3.2944767475128174, 4.696670055389404)\n",
      "136: (3.480231285095215, 4.584875583648682)\n",
      "137: (3.599759578704834, 4.472250461578369)\n",
      "138: (3.7521631717681885, 4.401511192321777)\n",
      "139: (3.8541715145111084, 4.36599063873291)\n",
      "140: (3.9884414672851562, 4.336952209472656)\n"
     ]
    }
   ],
   "source": [
    "exterior = torch.tensor(hull.exterior.xy).permute(1, 0).to(xyz.device)\n",
    "for i in range(exterior.shape[0]):\n",
    "    print(f\"{i}: ({exterior[i][0]}, {exterior[i][1]})\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "6b8c9c77",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3575639 of 5426984 gaussians are inside the region\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_32053/1283737405.py:8: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor).\n",
      "  xyz = torch.tensor(xyz)\n"
     ]
    }
   ],
   "source": [
    "# check if each point in xyz is within the hull\n",
    "exterior = torch.tensor(hull.exterior.xy).permute(1, 0).to(xyz.device)\n",
    "# adjust exteriors according to lfls\n",
    "# adjusted_point = exterior[37:38]\n",
    "# adjusted_point[0, 0], adjusted_point[0, 1] = 1.0, -2.0\n",
    "# exterior = torch.cat([exterior[:20], exterior[30:34], adjusted_point, exterior[60:90], exterior[104:]], dim=0)\n",
    "\n",
    "xyz = torch.tensor(xyz)\n",
    "inside = points_in_polygon(xyz[:, :2], exterior)\n",
    "print(f\"{inside.sum()} of {len(inside)} gaussians are inside the region\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "1f6a8d95",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(-7.804150652885437, 10.749108862876891, -10.25546317100525, 9.397800016403199)"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.style.use(\"seaborn-v0_8-whitegrid\")\n",
    "plt.figure()\n",
    "# plt.scatter(xyz[::100, 0].cpu().numpy(), xyz[::100, 1].cpu().numpy(), s=0.05)\n",
    "plt.scatter(xyz[inside][::100, 0].cpu().numpy(), xyz[inside][::100, 1].cpu().numpy(), s=0.05)\n",
    "plt.scatter(xyz[~inside][::100, 0].cpu().numpy(), xyz[~inside][::100, 1].cpu().numpy(), c='r', s=0.1)\n",
    "plt.axis('equal')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "9f4b9e99",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filtered out 1858932 of 5426984 gaussians according to visibility and statistics\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_32053/2755290216.py:55: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor).\n",
      "  voxel_index = torch.div(torch.tensor(target_xyz[:, :2]).float() - xy_range[None, :2], voxel_size[None, :], rounding_mode='floor')\n"
     ]
    }
   ],
   "source": [
    "mask = (~inside) | (torch.max(model.get_scaling, dim=1).values > dataparser_outputs.camera_extent * ckpt['hyper_parameters']['density'].percent_dense * 5)\n",
    "\n",
    "with torch.no_grad():\n",
    "    x_min, x_max = xyz[:, 0].min(), xyz[:, 0].max()\n",
    "    y_min, y_max = xyz[:, 1].min(), xyz[:, 1].max()\n",
    "    voxel_size = torch.tensor([(x_max - x_min) / vox_grid, (y_max - y_min) / vox_grid], device=\"cuda\")\n",
    "    xy_range = torch.tensor([x_min, y_min, x_max, y_max], device=\"cuda\")\n",
    "    mask |= voxel_filtering_no_gt(voxel_size, xy_range, xyz, std_ratio).bool()\n",
    "    print(f\"Filtered out {mask.sum()} of {len(mask)} gaussians according to visibility and statistics\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "c67c5f26",
   "metadata": {},
   "outputs": [],
   "source": [
    "# ckpt['state_dict']['gaussian_model.gaussians.opacities'][mask] = -13.8  # 1e-6\n",
    "# extract gaussian properties\n",
    "property_names = []\n",
    "param_list_key_by_name = {}\n",
    "gaussian_property_dict_key_prefix = \"gaussian_model.gaussians.\"\n",
    "density_controller_state_dict_key_prefix = \"density_controller.\"\n",
    "for key, value in ckpt[\"state_dict\"].items():\n",
    "    if key.startswith(gaussian_property_dict_key_prefix):\n",
    "        param_list_key_by_name.setdefault(key, []).append(value[~mask.cpu()])\n",
    "        property_names.append(key[len(gaussian_property_dict_key_prefix):])\n",
    "    elif key.startswith(density_controller_state_dict_key_prefix):\n",
    "        param_list_key_by_name.setdefault(key, []).append(value)\n",
    "for i in param_list_key_by_name:\n",
    "    ckpt[\"state_dict\"][i] = torch.concat(param_list_key_by_name[i], dim=0)\n",
    "torch.save(ckpt, loadable_file.replace('.ckpt', '_filtered.ckpt'))"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "gspl",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.21"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
